MARC details
| 000 -LEADER |
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| fixed length control field |
02630nab a22002777a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
OSt |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20250205040358.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
250205b |||q||p| |||| 00| 0 eng d |
| 022 ## - INTERNATIONAL STANDARD SERIAL NUMBER |
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| International Standard Serial Number |
1046-8188 |
| 040 ## - CATALOGING SOURCE |
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| Transcribing agency |
JMCFI - Learning Resource Center |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
Per. 005.3'050 As849 2017 No.3/ V35 |
| 100 ## - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Liu, Yiqun |
| 9 (RLIN) |
9834 |
| 245 ## - TITLE STATEMENT |
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| Title |
Time-awake click model / |
| Statement of responsibility, etc. |
Yiqun Liu [and five others]. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. |
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| Place of publication, distribution, etc. |
New York, NY : |
| Name of publisher, distributor, etc. |
Association for Computing Machinery, |
| Date of publication, distribution, etc. |
2017. |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
volume 35, number 3, 16:1 - 16:14 pages |
| 490 ## - SERIES STATEMENT |
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| Series statement |
ACM transaction on information systems. |
| Volume/sequential designation |
volume 35. |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc. |
Abstract : Click-through information is considered as a valuable source of users' implicit relevance feedback for commercial search engines. As existing studies have shown that the search result position in a search engine result page (SERP) has a very strong influence on users' examination behavior, most existing click models are position based, assuming that users examine results from top to bottom in a linear fashion. Although these click models have been successful, most do not take temporal information into account. As many existing studies have shown, click dwell time and click sequence information are strongly correlated with users' perceived relevance and search satisfaction. Incorporating temporal information may be important to improve performance of user click models for Web searches. In this article, we investigate the problem of properly incorporating temporal information into click models. We first carry out a laboratory eye-tracking study to analyze users' examination behavior in different click sequences and find that the user common examination path among adjacent clicks is linear. Next, we analyze the user dwell time distribution in different search logs and find that we cannot simply use a click dwell time threshold (e.g., 30 seconds) to distinguish relevant/irrelevant results. Finally, we propose a novel time-aware click model (TACM), which captures the temporal information of user behavior. We compare the TACM to several existing click models using two real-world search engine logs. Experimental results show that the TACM outperforms other click models in terms of both predicting click behavior (perplexity) and estimating result relevance (NDCG). |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Information systems |
| General subdivision |
Web searching and information discovery. |
| 9 (RLIN) |
9835 |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name entry element |
Retrieval models and ranking. |
| 9 (RLIN) |
9836 |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Xie, Xiaohui |
| 9 (RLIN) |
9837 |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Wang, Chao |
| 9 (RLIN) |
9838 |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Nie, Jan-Yun |
| 9 (RLIN) |
9839 |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Zhang, Min |
| 9 (RLIN) |
9840 |
| 700 ## - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Ma, Shaoping |
| 9 (RLIN) |
9841 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
Periodicals |
| Suppress in OPAC |
No |